March 23, 2026 From the Trenches
Six Vectors in Two Weeks
Meta's AI agent went rogue. Hackerbot-Claw exploited Microsoft and DataDog's repos. OpenClaw phishing drained $30M from developer wallets. That's three of six agent security incidents in the last two weeks. The pattern is clear, and it should be front-page news.
AI Agents Production Reality
March 23, 2026 The Pattern
The Frontier Club Is Down to Three
Six weeks ago, five companies were building frontier AI models. Now there are three. The exits happened faster than anyone predicted, and they tell us something important about where AI value actually lives.
AI Models Lab Watch
March 20, 2026 From the Trenches
When AI Reviews the Reviewers
The Linux kernel has the most rigorous code review process in software. An AI agent just found half the bugs it missed. Here's what that means for every production engineering team.
AI & Dev Tools Production Reality
March 20, 2026 Deep Read
The $1 Trillion Question: NVIDIA's Bet vs. Enterprise Reality
Jensen just promised $1 trillion in AI hardware orders. Enterprise reports show 77% of agent projects dying in pilot. Someone's math is wrong, or the market is about to look very different than both sides expect.
AI Infrastructure Production Reality
March 14, 2026 From the Trenches
The Agent Security Stack: From Weekend Project to Docker Partnership in Six Weeks
A developer built a security-first agent tool in a weekend. Six weeks later, Docker called. The agent security stack is crystallizing through the same pattern that produced Kubernetes.
AI Agents AI & Dev Tools
March 14, 2026 The Pattern
BlackRock's AI Bankruptcy Playbook: Follow the Lender, Not the Builder
The CEO of the world's largest asset manager just told you which AI companies will go bankrupt. He also told you who's going to buy the wreckage. Same person.
AI & Business AI Infrastructure
March 14, 2026 Deep Read
The Frontier Club Is Shrinking: Meta's $135B Question
The company spending more on AI than most countries' GDP just admitted it might need to rent someone else's model. The frontier club has fewer members than the market thinks.
Lab Watch AI & Business
March 13, 2026 The Pattern
The Inference Stack Is Converging
Five different teams, working on five different layers of the inference problem, arrived at the same conclusion this week. The cost of running AI models is about to break downward in ways nobody's pricing models account for.
AI Infrastructure AI Research
March 13, 2026 Deep Read
The Synthetic Web Problem: Your AI Agent Can't Tell Truth From a Well-Ranked Lie
Researchers built fake internets to test whether AI agents can find truth when misinformation ranks first. The agents failed. We're deploying them at Pentagon scale anyway.
AI Safety AI Agents
March 13, 2026 Deep Read
The Trust Paradox: Anthropic's Principles Created a Vacuum. Google Filled It in 24 Hours.
Anthropic refused to build weapons for the Pentagon. Google launched Pentagon AI agents the next day. Jeff Dean signed a brief supporting Anthropic anyway.
Lab Watch AI & Policy
March 12, 2026 From the Trenches
Model Deprecation Is the Real Vendor Lock-In
I shipped a production AI system in January. The model it ran on was deprecated by March. Here's what I learned about building for a world where your foundation disappears every quarter.
Production Reality AI Infrastructure
March 12, 2026 Deep Read
AI VC Just Became Two Markets
AI is 90% of all VC. But there are actually two completely separate markets hiding inside that number, and they reward opposite strategies.
AI & Business Lab Watch